REPOGEO REPORT · LITE

TabularisDB/tabularis

Default branch main · commit 57c36140 · scanned 6/29/2026, 10:47:16 PM

GitHub: 3,465 stars · 221 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE

40 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 warn · 0 fail

Objective metadata checks

AI knows your name

3 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface TabularisDB/tabularis, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highreadme#1

Clarify core identity in README's opening statement

Why:

CURRENT

Tabularis is an open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 13+ more databases like DuckDB, ClickHouse, Redis and Firestore.

COPY-PASTE FIX

Tabularis is a cross-platform desktop SQL client and GUI for PostgreSQL, MySQL/MariaDB, SQLite and 13+ more databases like DuckDB, ClickHouse, Redis and Firestore.

mediumcomparison#2

Add a 'Why Tabularis?' or 'Comparison' section to the README

Why:

COPY-PASTE FIX

Add a new section titled 'Why Tabularis?' or 'Comparison' to the README, explicitly highlighting its unique features like built-in AI assistant integration (MCP server) and visual EXPLAIN compared to other desktop SQL clients.

lowtopics#3

Add more specific topics related to core features

Why:

CURRENT

ai-agent, ai-assistant, cross-platform, database-client, database-gui, database-tool, er-diagram, mariadb, mcp, mcp-server, mysql, postgresql, rust, sql, sql-editor, sql-notebook, sqlite, tauri, typescript, visual-query-builder

COPY-PASTE FIX

ai-agent, ai-assistant, cross-platform, database-client, database-gui, database-tool, er-diagram, mariadb, mcp, mcp-server, mysql, postgresql, rust, sql, sql-editor, sql-notebook, sqlite, tauri, typescript, visual-query-builder, visual-explain, database-ide

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface TabularisDB/tabularis

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

DataGrip

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

DataGrip · recommended 2×
DBeaver Ultimate Edition · recommended 1×
SQLPro Studio · recommended 1×
TablePlus · recommended 1×
Azure Data Studio · recommended 1×

CATEGORY QUERY
What's a good cross-platform SQL client with built-in AI assistant integration?
you: not recommended
AI recommended (in order):
1. DataGrip
2. DBeaver Ultimate Edition
3. SQLPro Studio
4. TablePlus
5. Azure Data Studio
AI recommended 5 alternatives but never named TabularisDB/tabularis. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a desktop GUI for multiple databases, including SQL notebooks and visual query plans.
you: not recommended
AI recommended (in order):
1. DataGrip
2. DBeaver Ultimate Edition (dbeaver/dbeaver)
3. SQL Developer
4. Azure Data Studio (microsoft/azuredatastudio)
5. Navicat Premium
AI recommended 5 alternatives but never named TabularisDB/tabularis. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
pass
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of TabularisDB/tabularis?
pass
AI named TabularisDB/tabularis explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts TabularisDB/tabularis in production, what risks or prerequisites should they evaluate first?
pass
AI named TabularisDB/tabularis explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo TabularisDB/tabularis solve, and who is the primary audience?
pass
AI named TabularisDB/tabularis explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of TabularisDB/tabularis. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/TabularisDB/tabularis.svg)](https://repogeo.com/en/r/TabularisDB/tabularis)

HTML

<a href="https://repogeo.com/en/r/TabularisDB/tabularis"><img src="https://repogeo.com/badge/TabularisDB/tabularis.svg" alt="RepoGEO" /></a>

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Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite